Overview

Dataset info

Number of variables23
Number of observations1458
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory262.1 KiB
Average record size in memory184.1 B

Variables types

Numeric16
Categorical6
Boolean1
Date0
URL0
Text (Unique)0
Rejected0
Unsupported0

Warnings

qtde_carros_garagem has 81 (5.6%) zeros Zeros
tam_garagem has 81 (5.6%) zeros Zeros
tam_piscina has 1451 (99.5%) zeros Zeros
tam_segundo_andar has 828 (56.8%) zeros Zeros

Variables

ano_construcao
Numeric

Distinct count112
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1971.237311
Minimum1872
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1872
5-th percentile1916
Q11954
Median1972.5
Q32000
95-th percentile2007
Maximum2010
Range138
Interquartile range46

Descriptive statistics

Standard deviation30.20988
Coef of variation0.01532533898
Kurtosis-0.4418446098
Mean1971.237311
MAD25.07207385
Skewness-0.6117607623
Sum2874064
Variance912.6368499
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1872. 1909. 1919.5 1920.5 1939.5 ... 1991.5 2002.5 2007.5 2009.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2006 67 4.6%
 
2005 64 4.4%
 
2004 53 3.6%
 
2007 49 3.4%
 
2003 45 3.1%
 
1976 33 2.3%
 
1977 32 2.2%
 
1920 30 2.1%
 
1959 26 1.8%
 
1999 25 1.7%
 
Other values (102) 1034 70.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1872 1 0.1%
 
1875 1 0.1%
 
1880 4 0.3%
 
1882 1 0.1%
 
1885 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 1 0.1%
 
2009 18 1.2%
 
2008 23 1.6%
 
2007 49 3.4%
 
2006 67 4.6%
 

ano_venda
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2007.817558
Minimum2006
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2006
5-th percentile2006
Q12007
Median2008
Q32009
95-th percentile2010
Maximum2010
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.327981554
Coef of variation0.0006614054892
Kurtosis-1.190516425
Mean2007.817558
MAD1.148223415
Skewness0.09425878254
Sum2927398
Variance1.763535009
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[2006. 2006.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2009 338 23.2%
 
2007 328 22.5%
 
2006 313 21.5%
 
2008 304 20.9%
 
2010 175 12.0%
 

Minimum 5 values

ValueCountFrequency (%) 
2006 313 21.5%
 
2007 328 22.5%
 
2008 304 20.9%
 
2009 338 23.2%
 
2010 175 12.0%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 175 12.0%
 
2009 338 23.2%
 
2008 304 20.9%
 
2007 328 22.5%
 
2006 313 21.5%
 

ar_condicionado
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Y
1363
N
 
95
Toggle details
ValueCountFrequency (%) 
Y 1363 93.5%
 
N 95 6.5%
 

condicao
Numeric

Distinct count9
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.574759945
Minimum1
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q15
Median5
Q36
95-th percentile8
Maximum9
Range8
Interquartile range1

Descriptive statistics

Standard deviation1.112834949
Coef of variation0.1996202455
Kurtosis1.111101785
Mean5.574759945
MAD0.8887270647
Skewness0.6941789837
Sum8128
Variance1.238401624
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[1. 2.5 3.5 4.5 5.5 7.5 9. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 820 56.2%
 
6 252 17.3%
 
7 204 14.0%
 
8 72 4.9%
 
4 57 3.9%
 
3 25 1.7%
 
9 22 1.5%
 
2 5 0.3%
 
1 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 5 0.3%
 
3 25 1.7%
 
4 57 3.9%
 
5 820 56.2%
 

Maximum 5 values

ValueCountFrequency (%) 
9 22 1.5%
 
8 72 4.9%
 
7 204 14.0%
 
6 252 17.3%
 
5 820 56.2%
 

forma_terreno
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Reg
924
IR1
483
IR2
 
41
Toggle details
ValueCountFrequency (%) 
Reg 924 63.4%
 
IR1 483 33.1%
 
IR2 41 2.8%
 
IR3 10 0.7%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

mes_venda
Numeric

Distinct count12
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.316186557
Minimum1
Maximum12
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q15
Median6
Q38
95-th percentile11
Maximum12
Range11
Interquartile range3

Descriptive statistics

Standard deviation2.700471247
Coef of variation0.4275477335
Kurtosis-0.4006891123
Mean6.316186557
MAD2.139061533
Skewness0.2124060983
Sum9209
Variance7.292544954
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 4.5 7.5 8.5 12. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 253 17.4%
 
7 234 16.0%
 
5 204 14.0%
 
4 141 9.7%
 
8 122 8.4%
 
3 106 7.3%
 
10 89 6.1%
 
11 79 5.4%
 
9 62 4.3%
 
12 58 4.0%
 
Other values (2) 110 7.5%
 

Minimum 5 values

ValueCountFrequency (%) 
1 58 4.0%
 
2 52 3.6%
 
3 106 7.3%
 
4 141 9.7%
 
5 204 14.0%
 

Maximum 5 values

ValueCountFrequency (%) 
12 58 4.0%
 
11 79 5.4%
 
10 89 6.1%
 
9 62 4.3%
 
8 122 8.4%
 

preco
Numeric

Distinct count662
Unique (%)45.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean734224.429
Minimum141694
Maximum3065300
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum141694
5-th percentile357280
Q1527495.5
Median661780
Q3868840
95-th percentile1324778
Maximum3065300
Range2923606
Interquartile range341344.5

Descriptive statistics

Standard deviation322437.9836
Coef of variation0.4391545295
Kurtosis6.563823591
Mean734224.429
MAD232910.1838
Skewness1.887306914
Sum1070499217
Variance1.039662533e+11
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 141694. 318710. 426097. 547897. 549115. ... 976430. 1138830. 1382430. 1799109.83 3065300. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
568400 20 1.4%
 
548100 17 1.2%
 
588700 14 1.0%
 
629300 14 1.0%
 
771400 13 0.9%
 
446600 13 0.9%
 
649600 12 0.8%
 
466900 12 0.8%
 
527800 11 0.8%
 
564340 11 0.8%
 
Other values (652) 1321 90.6%
 

Minimum 5 values

ValueCountFrequency (%) 
141694 1 0.1%
 
143362.66 1 0.1%
 
153874 1 0.1%
 
159558 1 0.1%
 
162400 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3065300 1 0.1%
 
3024700 1 0.1%
 
2537500 1 0.1%
 
2483327.42 1 0.1%
 
2366707.98 1 0.1%
 

qtde_banheiros
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.583676269
Minimum0
Maximum30
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q11
Median2
Q32
95-th percentile2
Maximum30
Range30
Interquartile range1

Descriptive statistics

Standard deviation0.9256104091
Coef of variation0.5844694571
Kurtosis609.4520673
Mean1.583676269
MAD0.5391755623
Skewness19.87030834
Sum2309
Variance0.8567546295
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[ 0. 1.5 2.5 16.5 30. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 767 52.6%
 
1 649 44.5%
 
3 32 2.2%
 
0 9 0.6%
 
30 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9 0.6%
 
1 649 44.5%
 
2 767 52.6%
 
3 32 2.2%
 
30 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30 1 0.1%
 
3 32 2.2%
 
2 767 52.6%
 
1 649 44.5%
 
0 9 0.6%
 

qtde_carros_garagem
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.76611797
Minimum0
Maximum4
Zeros (%)5.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q32
95-th percentile3
Maximum4
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.7471043289
Coef of variation0.4230206259
Kurtosis0.2221081375
Mean1.76611797
MAD0.5840234382
Skewness-0.3423769996
Sum2575
Variance0.5581648783
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 823 56.4%
 
1 369 25.3%
 
3 180 12.3%
 
0 81 5.6%
 
4 5 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 81 5.6%
 
1 369 25.3%
 
2 823 56.4%
 
3 180 12.3%
 
4 5 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
4 5 0.3%
 
3 180 12.3%
 
2 823 56.4%
 
1 369 25.3%
 
0 81 5.6%
 

qtde_comodos
Numeric

Distinct count12
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.517146776
Minimum2
Maximum14
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile4
Q15
Median6
Q37
95-th percentile10
Maximum14
Range12
Interquartile range2

Descriptive statistics

Standard deviation1.624721365
Coef of variation0.2492994896
Kurtosis0.8893792172
Mean6.517146776
MAD1.278550206
Skewness0.6774437059
Sum9502
Variance2.639719513
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 7.5 8.5 10.5 13. 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 402 27.6%
 
7 329 22.6%
 
5 274 18.8%
 
8 187 12.8%
 
4 97 6.7%
 
9 74 5.1%
 
10 47 3.2%
 
11 18 1.2%
 
3 17 1.2%
 
12 11 0.8%
 
Other values (2) 2 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2 1 0.1%
 
3 17 1.2%
 
4 97 6.7%
 
5 274 18.8%
 
6 402 27.6%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 0.1%
 
12 11 0.8%
 
11 18 1.2%
 
10 47 3.2%
 
9 74 5.1%
 

qtde_lareiras
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
0
689
1
649
2
 
115
Toggle details
ValueCountFrequency (%) 
0 689 47.3%
 
1 649 44.5%
 
2 115 7.9%
 
3 5 0.3%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

qtde_quartos
Numeric

Distinct count8
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.866255144
Minimum0
Maximum8
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q12
Median3
Q33
95-th percentile4
Maximum8
Range8
Interquartile range1

Descriptive statistics

Standard deviation0.8154815299
Coef of variation0.284511144
Kurtosis2.242455439
Mean2.866255144
MAD0.5758070981
Skewness0.2119659209
Sum4179
Variance0.6650101257
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 804 55.1%
 
2 357 24.5%
 
4 212 14.5%
 
1 50 3.4%
 
5 21 1.4%
 
6 7 0.5%
 
0 6 0.4%
 
8 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 0.4%
 
1 50 3.4%
 
2 357 24.5%
 
3 804 55.1%
 
4 212 14.5%
 

Maximum 5 values

ValueCountFrequency (%) 
8 1 0.1%
 
6 7 0.5%
 
5 21 1.4%
 
4 212 14.5%
 
3 804 55.1%
 

qualidade_aquecedor
Categorical

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Ex
740
TA
428
Gd
240
Other values (2)
 
50
Toggle details
ValueCountFrequency (%) 
Ex 740 50.8%
 
TA 428 29.4%
 
Gd 240 16.5%
 
Fa 49 3.4%
 
Po 1 0.1%
 
Max length2
Mean length2
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

qualidade_cozinha
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
TA
735
Gd
584
Ex
 
100
Toggle details
ValueCountFrequency (%) 
TA 735 50.4%
 
Gd 584 40.1%
 
Ex 100 6.9%
 
Fa 39 2.7%
 
Max length2
Mean length2
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

qualidade_geral
Numeric

Distinct count10
Unique (%)0.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.098765432
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q15
Median6
Q37
95-th percentile8
Maximum10
Range9
Interquartile range2

Descriptive statistics

Standard deviation1.382749337
Coef of variation0.2267261059
Kurtosis0.1003923773
Mean6.098765432
MAD1.09735982
Skewness0.2171131604
Sum8892
Variance1.911995729
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 396 27.2%
 
6 374 25.7%
 
7 319 21.9%
 
8 167 11.5%
 
4 116 8.0%
 
9 43 2.9%
 
3 20 1.4%
 
10 18 1.2%
 
2 3 0.2%
 
1 2 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 0.1%
 
2 3 0.2%
 
3 20 1.4%
 
4 116 8.0%
 
5 396 27.2%
 

Maximum 5 values

ValueCountFrequency (%) 
10 18 1.2%
 
9 43 2.9%
 
8 167 11.5%
 
7 319 21.9%
 
6 374 25.7%
 

qualidade_piscina
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
NotAv
1451
Gd
 
3
Ex
 
2
Toggle details
ValueCountFrequency (%) 
NotAv 1451 99.5%
 
Gd 3 0.2%
 
Ex 2 0.1%
 
Fa 2 0.1%
 
Max length5
Mean length4.985596708
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

tam_garagem
Numeric

Distinct count441
Unique (%)30.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean43.92540498
Minimum0
Maximum131.736454
Zeros (%)5.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q130.7973445
Median44.5469885
Q353.512128
95-th percentile78.9954209
Maximum131.736454
Range131.736454
Interquartile range22.7147835

Descriptive statistics

Standard deviation19.86950536
Coef of variation0.452346549
Kurtosis0.9172453947
Mean43.92540498
MAD14.87121049
Skewness0.1817234556
Sum64043.24047
Variance394.7972432
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 7.43224 15.979316 22.018011 22.482526 ... 62.3843645 62.4772675 84.54173 98.570083 131.736454 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 81 5.6%
 
40.87732 49 3.4%
 
53.512128 47 3.2%
 
22.29672 38 2.6%
 
44.965052 34 2.3%
 
49.052784 33 2.3%
 
26.756064 27 1.9%
 
37.1612 25 1.7%
 
24.526392 24 1.6%
 
44.59344 24 1.6%
 
Other values (431) 1076 73.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 81 5.6%
 
14.86448 2 0.1%
 
15.236092 1 0.1%
 
16.72254 9 0.6%
 
17.279958 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
131.736454 1 0.1%
 
129.13517 1 0.1%
 
125.976468 1 0.1%
 
115.942944 1 0.1%
 
113.34166 1 0.1%
 

tam_piscina
Numeric

Distinct count8
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2566620604
Minimum0
Maximum68.562414
Zeros (%)99.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum68.562414
Range68.562414
Interquartile range0

Descriptive statistics

Standard deviation3.735141214
Coef of variation14.55275941
Kurtosis222.9569187
Mean0.2566620604
MAD0.5108596016
Skewness14.81809619
Sum374.213284
Variance13.95127989
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[ 0. 22.29672 68.562414], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1451 99.5%
 
51.561165 1 0.1%
 
53.512128 1 0.1%
 
68.562414 1 0.1%
 
48.216657 1 0.1%
 
44.59344 1 0.1%
 
47.566336 1 0.1%
 
60.201144 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1451 99.5%
 
44.59344 1 0.1%
 
47.566336 1 0.1%
 
48.216657 1 0.1%
 
51.561165 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
68.562414 1 0.1%
 
60.201144 1 0.1%
 
53.512128 1 0.1%
 
51.561165 1 0.1%
 
48.216657 1 0.1%
 

tam_primeiro_andar
Numeric

Distinct count753
Unique (%)51.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean108.0312149
Minimum31.029602
Maximum435.900876
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum31.029602
5-th percentile62.50978355
Q181.940446
Median100.985561
Q3129.2977503
95-th percentile170.1750702
Maximum435.900876
Range404.871274
Interquartile range47.35730425

Descriptive statistics

Standard deviation35.93332102
Coef of variation0.3326197993
Kurtosis5.736980233
Mean108.0312149
MAD27.94625716
Skewness1.375169685
Sum157509.5114
Variance1291.20356
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 31.029602 44.7327945 61.223077 70.792086 78.7352925 ... 129.413879 161.465414 198.1156475 239.5503855 435.900876 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80.268192 25 1.7%
 
96.61912 16 1.1%
 
84.727536 14 1.0%
 
83.055282 12 0.8%
 
78.781744 12 0.8%
 
62.430816 11 0.8%
 
75.808848 9 0.6%
 
58.52889 9 0.6%
 
44.872149 7 0.5%
 
89.18688 7 0.5%
 
Other values (743) 1336 91.6%
 

Minimum 5 values

ValueCountFrequency (%) 
31.029602 1 0.1%
 
34.559916 1 0.1%
 
40.691514 1 0.1%
 
44.59344 1 0.1%
 
44.872149 7 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
435.900876 1 0.1%
 
299.890884 1 0.1%
 
291.529614 1 0.1%
 
269.232894 1 0.1%
 
244.613599 1 0.1%
 

tam_sala_estar
Numeric

Distinct count860
Unique (%)59.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean140.7716849
Minimum31.029602
Maximum524.158726
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum31.029602
5-th percentile78.781744
Q1105.0036157
Median136.009992
Q3164.995728
95-th percentile229.1266689
Maximum524.158726
Range493.129124
Interquartile range59.99211225

Descriptive statistics

Standard deviation48.7747794
Coef of variation0.3464814634
Kurtosis4.928312127
Mean140.7716849
MAD36.86134802
Skewness1.370631022
Sum205245.1166
Variance2378.979106
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 31.029602 56.7172815 71.1172465 80.1288375 80.361095 ... 200.6240285 246.19295 268.025155 336.0766025 524.158726 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80.268192 22 1.5%
 
96.61912 14 1.0%
 
83.055282 11 0.8%
 
78.781744 10 0.7%
 
135.266768 10 0.7%
 
84.727536 9 0.6%
 
111.4836 9 0.6%
 
101.450076 8 0.5%
 
75.808848 8 0.5%
 
124.861632 7 0.5%
 
Other values (850) 1350 92.6%
 

Minimum 5 values

ValueCountFrequency (%) 
31.029602 1 0.1%
 
40.691514 1 0.1%
 
44.59344 1 0.1%
 
48.30956 1 0.1%
 
56.206315 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
524.158726 1 0.1%
 
434.414428 1 0.1%
 
415.833828 1 0.1%
 
400.969348 1 0.1%
 
336.959181 1 0.1%
 

tam_segundo_andar
Numeric

Distinct count417
Unique (%)28.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean32.19675169
Minimum0
Maximum191.844695
Zeros (%)56.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q367.633384
95-th percentile105.9233554
Maximum191.844695
Range191.844695
Interquartile range67.633384

Descriptive statistics

Standard deviation40.50464658
Coef of variation1.258035189
Kurtosis-0.5520713023
Mean32.19675169
MAD36.79391402
Skewness0.812841021
Sum46942.86397
Variance1640.626395
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 5.109665 18.5806 40.041193 50.6785865 ... 67.6798355 85.1455995 126.905498 145.3467435 191.844695 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 828 56.8%
 
67.633384 10 0.7%
 
46.823112 9 0.6%
 
62.430816 8 0.5%
 
50.725038 8 0.5%
 
66.89016 7 0.5%
 
55.7418 7 0.5%
 
83.241088 6 0.4%
 
70.234668 5 0.3%
 
64.010167 5 0.3%
 
Other values (407) 565 38.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 828 56.8%
 
10.21933 1 0.1%
 
15.514801 1 0.1%
 
17.837376 1 0.1%
 
19.323824 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
191.844695 1 0.1%
 
173.914416 1 0.1%
 
168.897654 1 0.1%
 
166.853788 1 0.1%
 
149.666733 1 0.1%
 

tam_terreno
Numeric

Distinct count1071
Unique (%)73.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean976.9452001
Minimum120.7739
Maximum19996.90623
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum120.7739
5-th percentile306.8678993
Q1700.9066835
Median880.5810855
Q31077.6748
95-th percentile1616.832715
Maximum19996.90623
Range19876.13233
Interquartile range376.7681165

Descriptive statistics

Standard deviation927.8930989
Coef of variation0.9497903248
Kurtosis202.9958759
Mean976.9452001
MAD349.3858888
Skewness12.20093322
Sum1424386.102
Variance860985.603
Memory size11.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 120.7739 295.524443 296.267667 553.9341375 559.27606 ... 1381.9785765 1673.647545 2430.34248 5142.366856 19996.906235 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
668.9016 25 1.7%
 
891.8688 24 1.6%
 
557.418 17 1.2%
 
780.3852 14 1.0%
 
1003.3524 14 1.0%
 
836.127 14 1.0%
 
156.07704 10 0.7%
 
696.7725 9 0.6%
 
579.71472 8 0.5%
 
568.56636 8 0.5%
 
Other values (1061) 1315 90.2%
 

Minimum 5 values

ValueCountFrequency (%) 
120.7739 1 0.1%
 
137.217731 1 0.1%
 
138.518373 1 0.1%
 
141.769978 1 0.1%
 
142.420299 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19996.90623 1 0.1%
 
15297.40798 1 0.1%
 
14771.577 1 0.1%
 
10697.68755 1 0.1%
 
6573.909183 1 0.1%
 

zoneamento
Categorical

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
RL
1149
RM
 
218
FV
 
65
Other values (2)
 
26
Toggle details
ValueCountFrequency (%) 
RL 1149 78.8%
 
RM 218 15.0%
 
FV 65 4.5%
 
RH 16 1.1%
 
C (all) 10 0.7%
 
Max length7
Mean length2.034293553
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Correlations

Pearson's r
Spearman's ρ
Kendall's τ
Phik (φ<sub><em>k</em></sub>)
Cramér's V (φ<sub><em>c</em></sub>)
Recoded

Missing values

Count
Matrix

Sample

First rows

ano_construcaoano_vendaar_condicionadocondicaoforma_terrenomes_vendaprecoqtde_banheirosqtde_carros_garagemqtde_comodosqtde_lareirasqtde_quartosqualidade_aquecedorqualidade_cozinhaqualidade_geralqualidade_piscinatam_garagemtam_piscinatam_primeiro_andartam_sala_estartam_segundo_andartam_terrenozoneamento
020032008Y5Reg2846510.00302803ExGd7NotAv50.910.0079.52158.8679.34785.03RL
119762007Y8Reg5734478.3522613ExTA6NotAv42.740.00117.24117.240.00891.87RL
220012008Y5IR19907410.0022613ExGd7NotAv56.490.0085.47165.9280.451045.16RL
319152006Y5IR12568400.0013713GdGd7NotAv59.640.0089.28159.5170.23887.22RL
420002008Y5IR1121015000.0023914ExGd8NotAv77.670.00106.37204.2097.831324.80RL
519932009Y5IR110580580.0012501ExTA5NotAv44.590.0073.95126.5352.581311.33RL
620042007Y5Reg81246420.0022713ExGd8NotAv59.090.00157.38157.380.00936.83RL
719732009Y6IR111812000.0022723ExTA7NotAv44.970.00102.84194.1791.32964.52RL
819312008Y5Reg4527394.0022822GdTA7NotAv43.480.0094.95164.8169.86568.57RM
919392008Y6Reg1479080.0011522ExTA5NotAv19.050.00100.06100.060.00689.34RL

Last rows

ano_construcaoano_vendaar_condicionadocondicaoforma_terrenomes_vendaprecoqtde_banheirosqtde_carros_garagemqtde_comodosqtde_lareirasqtde_quartosqualidade_aquecedorqualidade_cozinhaqualidade_geralqualidade_piscinatam_garagemtam_piscinatam_primeiro_andartam_sala_estartam_segundo_andartam_terrenozoneamento
144819742009Y5Reg9552160.0020804TATA5NotAv0.000.0083.24166.4883.24836.13RL
144920082009Y5Reg51165585.4023713ExEx8NotAv78.040.00146.60146.600.00860.47RL
145020052006Y5Reg5588700.0012502GdTA5NotAv48.770.0099.5999.590.00341.42RM
145120062006Y5Reg7343070.0010603ExTA5NotAv0.000.00105.91105.910.001599.51RL
145220042009Y5Reg10751100.0022602ExGd7NotAv37.160.00113.43113.430.00696.77FV
145319992007Y5Reg8710500.0022713ExTA6NotAv42.740.0088.54153.0164.47735.51RL
145419782010Y6Reg2852600.0022723TATA6NotAv46.450.00192.59192.590.001224.00RL
145519412010Y9Reg51081990.0021924ExGd7NotAv23.410.00110.37217.39107.02840.03RL
145619502010Y6Reg4577027.5011502GdGd5NotAv22.300.00100.15100.150.00902.74RL
145719652008Y6Reg6598850.0011603GdTA5NotAv25.640.00116.69116.690.00923.18RL